Fold 0
Model 0 best validation binary_cross_entropy = 0.376399 on epoch 168
Model 0 test binary_cross_entropy = 0.588609
Ensemble test binary_cross_entropy = 0.588609
Fold 1
Model 0 best validation binary_cross_entropy = 0.331497 on epoch 117
Model 0 test binary_cross_entropy = 0.392099
Ensemble test binary_cross_entropy = 0.392099
Fold 2
Model 0 best validation binary_cross_entropy = 0.402831 on epoch 262
Model 0 test binary_cross_entropy = 0.428621
Ensemble test binary_cross_entropy = 0.428621
Fold 3
Model 0 best validation binary_cross_entropy = 0.338327 on epoch 227
Model 0 test binary_cross_entropy = 0.358662
Ensemble test binary_cross_entropy = 0.358662
Fold 4
Model 0 best validation binary_cross_entropy = 0.365740 on epoch 293
Model 0 test binary_cross_entropy = 0.387466
Ensemble test binary_cross_entropy = 0.387466
Fold 5
Model 0 best validation binary_cross_entropy = 0.363898 on epoch 211
Model 0 test binary_cross_entropy = 0.420375
Ensemble test binary_cross_entropy = 0.420375
Fold 6
Model 0 best validation binary_cross_entropy = 0.350358 on epoch 133
Model 0 test binary_cross_entropy = 0.713911
Ensemble test binary_cross_entropy = 0.713911
Fold 7
Warning: Found a task with predictions all 0s or all 1s
Model 0 best validation binary_cross_entropy = 0.345354 on epoch 210
Model 0 test binary_cross_entropy = 0.369915
Ensemble test binary_cross_entropy = 0.369915
Fold 8
Model 0 best validation binary_cross_entropy = 0.377954 on epoch 197
Model 0 test binary_cross_entropy = 0.422743
Ensemble test binary_cross_entropy = 0.422743
Fold 9
Model 0 best validation binary_cross_entropy = 0.354129 on epoch 201
Model 0 test binary_cross_entropy = 0.382124
Ensemble test binary_cross_entropy = 0.382124
10-fold cross validation
	Seed 0 ==> test binary_cross_entropy = 0.588609
	Seed 1 ==> test binary_cross_entropy = 0.392099
	Seed 2 ==> test binary_cross_entropy = 0.428621
	Seed 3 ==> test binary_cross_entropy = 0.358662
	Seed 4 ==> test binary_cross_entropy = 0.387466
	Seed 5 ==> test binary_cross_entropy = 0.420375
	Seed 6 ==> test binary_cross_entropy = 0.713911
	Seed 7 ==> test binary_cross_entropy = 0.369915
	Seed 8 ==> test binary_cross_entropy = 0.422743
	Seed 9 ==> test binary_cross_entropy = 0.382124
Overall test binary_cross_entropy = 0.446453 +/- 0.108370
Elapsed time = 0:03:23
